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I believe he betrayed her because he saw how she was so obsessed with revenge to the point of craziness.Also, for his own safety, as he realized Morgana would not stop at killing him to get what she wanted.

Answer 2: I don't believe Mordred's goals are as noble as he portrays them to be. He works for his own agenda.